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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Natural Language Processing Theory and Applications10%- RNN, LSTM, GRU, Transformer architecture
- Word representation and embedding
- Text classification, NER, machine translation
- BERT, GPT and pre-trained models
Topic 2: Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio2%- Huawei AI development strategy
- Full-stack and all-scenario AI technology layout
Topic 3: Natural Language Processing Lab Guide10%- ModelArts NLP model training and tuning
- Application integration and deployment
- Text classification and NER implementation
Topic 4: Image Processing Lab Guide12%- Ascend-based deployment
- ModelArts-based image classification
- Object detection and segmentation practice
Topic 5: Image Processing Theory and Applications26%- Convolutional Neural Networks (CNN)
- Image classification, object detection, segmentation
- OCR and visual application development
- Image processing fundamentals
Topic 6: Speech Processing Lab Guide12%- ASR and TTS service development
- ModelArts speech application deployment
- Huawei Cloud Speech Interaction Service
Topic 7: Neural Network Basics4%- Multilayer Perceptron (MLP)
- Basic concepts of neural networks
- Gradient descent and backpropagation
- Activation functions and regularization
Topic 8: Overview of ModelArts4%- ModelArts platform positioning and architecture
- Development environment and tool usage
- Data processing, training, deployment capabilities
Topic 9: Speech Processing Theory and Applications10%- Text-to-Speech (TTS) technology
- Acoustic and language modeling
- Speech signal characteristics and processing
- Automatic Speech Recognition (ASR)

Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

Question 1

If a model has a small deviation and a large variance on the test set, which of the following does it belong to?

A. Exact fit
B. Underfitting
C. It may be overfitting or underfitting
D. Overfitting


Question 2

How to label image classification tasks?

A. Enter a category label for the image
B. Use a circle to frame the target
C. Use an ellipse to frame the target
D. Use a rectangle to frame the target


Question 3

How can the entire digital image after sampling and quantization be represented mathematically?

A. Coordinates
B. Matrix
C. Pixels
D. Channel


Question 4

Which types of SDKs does Huawei Cloud Voice Interaction Service currently support? (Multiple choice)

A. Android SDK
B. Python SDK
C. PHP SDK
D. Java SDK


Question 5

Which of the following is the API used in mox.file to move an OBS file or folder?

A. mox, file.copyparallel
B. mox.file .copy
C. mox.file .remove
D. mox.file .rename


Solutions:

Question 1
Answer: D
Question 2
Answer: A
Question 3
Answer: B
Question 4
Answer: B,D
Question 5
Answer: D

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